Title :
Distributed memory and control VLSI architectures for the 1-D Discrete Wavelet Transform
Author :
Fridman, José ; Manolakos, Elias S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
Abstract :
We address the synthesis of fast, efficient and regular computational structures for the Discrete Wavelet Transform (DWT) algorithm, using linear space-time mapping and constraint driven localization techniques. Index space transformations are used to regularize the DWT algorithm and to avoid data collisions due to multiprojection. A summary of the data dependence and localization analysis is presented, as well as an array of L Processing Elements (PEs) for computing any J-octave DWT decomposition with latency of M, where L is the wavelet filter length and M is the input sequence length. The latency is independent of the highest computable octave J, for any value of J, and the efficiency is nearly optimal and independent of M. The proposed design is the fastest parallel implementation of the 1-D DWT with L PEs that we know of
Keywords :
wavelet transforms; 1D discrete wavelet transform; J-octave DWT decomposition; MIMD network; computational structures; constraint driven localization techniques; data dependence; dependence graph level; distributed control architecture; distributed memory VLSI architecture; index space transformations; input sequence length; latency; linear space-time mapping; nearly optimal efficiency; parallel implementation; processing element array; signal decomposition; signal processing; wavelet filter length; Continuous wavelet transforms; Delay; Discrete wavelet transforms; Distributed control; Filters; Scheduling algorithm; Signal processing algorithms; Signal resolution; Signal synthesis; Very large scale integration;
Conference_Titel :
VLSI Signal Processing, VII, 1994., [Workshop on]
Conference_Location :
La Jolla, CA
Print_ISBN :
0-7803-2123-5
DOI :
10.1109/VLSISP.1994.574763